Description

This analysis provides a forecast of XRP prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-04-06 1.069248 1.295481 1.583300 1.987236 2.558773 3.372050 4.687926
2025-04-13 0.755404 0.997996 1.352040 1.942759 2.993436 5.025305 10.209567
2025-04-20 0.635327 0.892735 1.308772 2.107858 3.861601 8.608793 32.613134
2025-04-27 0.549901 0.806603 1.253123 2.209307 4.723525 14.365701 170.952337
2025-05-04 0.478331 0.722370 1.169099 2.205118 5.353580 22.253571 6960.152493
2025-05-11 0.418115 0.644073 1.072577 2.124941 5.700665 31.842949 NaN
2025-05-18 0.382142 0.601785 1.035260 2.173603 6.621315 59.065768 NaN
2025-05-25 0.356981 0.574600 1.021709 2.281251 8.049218 152.379272 NaN
2025-06-01 0.329247 0.537869 0.978490 2.283162 9.030426 416.716289 NaN
2025-06-08 0.300982 0.496176 0.915534 2.196987 9.385318 1110.317795 NaN
2025-06-15 0.286505 0.480081 0.909050 2.299061 11.464270 NaN NaN
2025-06-22 0.269592 0.456770 0.880471 2.311391 12.983210 NaN NaN
2025-06-29 0.250883 0.428167 0.835146 2.248410 13.756334 NaN NaN
2025-07-06 0.235051 0.404128 0.797895 2.205543 14.825475 NaN NaN
2025-07-13 0.229629 0.401696 0.816290 2.406578 20.838876 NaN NaN
2025-07-20 0.221755 0.392923 0.816004 2.530071 27.463756 NaN NaN
2025-07-27 0.210908 0.376361 0.791170 2.525043 31.632852 NaN NaN
2025-08-03 0.198675 0.355585 0.751338 2.427708 32.445916 NaN NaN
2025-08-10 0.191531 0.345784 0.741730 2.486754 40.902213 NaN NaN
2025-08-17 0.186537 0.340434 0.744307 2.617788 58.567252 NaN NaN
2025-08-24 0.179123 0.328752 0.726012 2.620119 70.746870 NaN NaN
2025-08-31 0.170155 0.312735 0.692383 2.515170 71.448052 NaN NaN
2025-09-07 0.166284 0.308523 0.694767 2.639523 110.383826 NaN NaN